Pricing is a big variable in analyzing consumer demand. Factors that needs to be considered are Fuel prices, basket of 150 products that are used by the consumer on a monthly basis, inflation, CPI, Unemployment, new movie, holiday season, insurance renewals, healthcare, etc. These variables stifle capital that could have been spend in ecommerce or your product. Demand is predicated on these variables as well.